Peel and dice your potatoes. Toss in oil and season with salt and pepper. And place on a baking sheet or in your air fryer.
Cook in the oven for about 30 minutes or until the outside is slightly crispy and the inside is fork tender or cook in the air fryer for 10-15 minutes, shaking half way through.
Set the potatoes aside to cool slightly.
In a large bowl add sour cream, mayonnaise, salt and pepper. Mix to combine.
Add cooled potatoes, cooked bacon, shredded cheddar cheese, and chives to the bowl. Mix to combine.
Enjoy slightly warm or place into the refrigerator to cool for 3 hours.